AI News

Global Convergence of DGM and PINN Algorithms for Solving Nonlinear PDEs (arxiv.org)

LithoFormer: A Robust Framework for Stratigraphic Inference via Transformers (arxiv.org)

Event Driven Clustering Algorithm (arxiv.org)

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers (arxiv.org)

AI-Assisted Causal Inference and Mediation Analyses of Environmental and Psychosocial Determinants of Subjective Cognitive Difficulties in the All of Us Research Program (arxiv.org)

Asymmetric Hierarchical Anchoring for Robust Audio-Visual Cross-Modal Generalization (arxiv.org)

Beyond Block Boundaries: Multi-Block Editing for Diffusion Large Language Models (arxiv.org)

Same Predictions, Different Reasons: The Effect of Quantization on Model Explanations (arxiv.org)

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models (arxiv.org)

Generative Artificial Intelligence (GenAI) to convert images of queuing networks into verifiable simulation models: an open-weight LLM workflow approach (arxiv.org)

Myopia Prevention and Control 3.0: Artificial Intelligence--Driven Risk Stratification, Proactive Monitoring, and Personalized Intervention (arxiv.org)

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis (arxiv.org)

Hierarchical Group-Conditional Conformal Risk Control for Selective Prediction in Language Models (arxiv.org)

SF-AMS: Strategic Forgetting for Structured Memory in LLM Agent (arxiv.org)

Multi-Modal Scene Graph with Kolmogorov-Arnold Experts for Audio-Visual Question Answering (arxiv.org)

SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving (arxiv.org)

Robustness and Cybersecurity in the EU Artificial Intelligence Act (arxiv.org)

Kinship Verification through a Forest Neural Network (arxiv.org)

CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases (arxiv.org)

Beyond ICA: Identifiability by Symmetry Breaking (arxiv.org)

MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning (arxiv.org)

Multi-Agent Privacy Game in Federated Learning: A Unified Mean-Field View (arxiv.org)

Adaptive Multi-Scale Forecasting and Gate-Localized Conformal Prediction for Multivariate Nonstationary Time Series (arxiv.org)

AlloBench: Measuring Online Tool Allocation Capability in LLM Agents (arxiv.org)

Like a Baby: Visually Situated Neural Language Acquisition (arxiv.org)

DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes (arxiv.org)

Evaluating the Impact of Explainable AI on Trust in AI-Assisted Code Review (arxiv.org)

The SpiNNaker2 chip: a many-core platform for flexible and scalable brain-inspired computing (arxiv.org)

Nanbeige4.2-3B: Unlocking Agentic Capabilities in a Compact Model (arxiv.org)

WCM: World-Cognition Model for Generalizable Human-Robot Interaction (arxiv.org)

MolCryst-MLIPs: A Machine-Learned Interatomic Potentials Database for Molecular Crystals (arxiv.org)

StageGuard: Physiologically Constrained Sleep Staging (arxiv.org)

EXE-Bench: Ranking the Tradeoffs of AI-based Windows Malware Detectors for Real-World Usability (arxiv.org)

Verbalized Particle Posterior: Bayesian Inference over Natural Language Hypotheses (arxiv.org)

What CLIP Knows but Cannot Say: Recovering Negation from Frozen Intermediate Features (arxiv.org)

Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization (arxiv.org)

Training with (Swap) Regret Loss in a Single-Layer Self-Attention Model: A Case Study on the Probability Simplex (arxiv.org)

E-Bench: Benchmarking Multi-Step Tool-Use Agents in Real-World Product Scenarios (arxiv.org)

A scalable online machine learning approach for Stock Recommendation (arxiv.org)

From Vibe to Code -- and Back: Lexical Oscillation in the Formation of Design Intent with Generative AI (arxiv.org)

Nesterov acceleration in optimizing over probability measures (arxiv.org)

KAYROS: An Anytime and Exact Open-Source Solver for Duration-Minimization Time-Dependent Vehicle Routing. A Technical Report and a Case Study in Human-AI Engineering (arxiv.org)

GeoDecider: An Evidence-Grounded Agent for Geological Interpretation via Deliberative Reasoning (arxiv.org)

Cortex: Compact Behavior Cloning for Quake with Frozen Visual Features (arxiv.org)

Beyond a Global Norm: Personalizing Toxicity Sensitivity in Language Models Without Retraining (arxiv.org)

Harmonized Interpretable ECG Waveform Features for Robust Cross-Dataset Clinical Prediction (arxiv.org)

LU-500: A Logo Benchmark for Concept Unlearning (arxiv.org)

Artificial Intelligence and Innovation Ecosystem: Evolutionary Developments, Challenges, and Future Directions (arxiv.org)

The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards (arxiv.org)

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios (arxiv.org)